ArpitaChatterjee
Software Engineer || Automation Data Science || Machine Learning || NLP
Gen DigitalGeorgia, Atlanta, USA
Pinned Repositories
A-Path-Finding-Visualization
A python visualization of the A* path finding algorithm. It allows you to pick your start and end location and view the process of finding the shortest path.
Algo_Ds_Notes
It is a repository that is a collection of algorithms and data structures with implementation in various languages.
Amazon-Clone
AmericanSignLanguage
Biometric-Attendance
Built a Facial Recognition Model in Python. Used Face Recognition library, to detect the face locations and their encoding in the training dataset. Compared faces with the test dataset, using the face_distance, if the face_distance of the test and training dataset is more than the threshold value then the result is saved and stored along with the time of input in the file.
Book-Recommendation-System
Build a user-item rating matrix; based on which correlation between each item and the user, was determined and with the help of 'cosine' similarity metrics, user-based and item-based recommendation function was created which would determine the similar users to the given user input and determine the similar item of the given item to the user as a result.
Covid-19-Tracker-with-VoiceAssistant
Built a Covid-19 tracker in python, where data of total no. of cases, total no. of deaths, total no. of recovered cases of all the countries was scrapped and an API was generated.With the help of speech to text conversion library, the input was taken from the user in the form of Voice Note which was then converted into text format and by calling the API, generated during web scrapping; it threaded all the information from the website and provided the required output in the form of both speech and text.
Movie-Review-Sentiment-Analysis
Text classification model which trains a recurrent neural network(RNN) on the large movie review dataset for sentiment analysis.
Price-Prediction
Build an AI Website using machine learning algorithms to predict the selling price of cars using various features given as input and displaying predicted selling price as an output with an accuracy of 87% and deployed the website on Heroku.
Routine-Analysis-of-a-Comedian
Build a dataset using the transcript for the 10 popular comedians, using web scrapping, and applied various NLP techniques like sentiment analysis, topic modeling, text generation, and recommended similar comedians based on similar preferences.
ArpitaChatterjee's Repositories
ArpitaChatterjee/AmericanSignLanguage
ArpitaChatterjee/Business-Sale-Analysis
In order to see how different group engage with my business, I'll take an event like "Thanksgiving Day", and predict the amount of sale happens on that day. Hence determine my audience
ArpitaChatterjee/CNN-Model
ArpitaChatterjee/Covid-19-Analysis
ArpitaChatterjee/darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
ArpitaChatterjee/Data-Science--Cheat-Sheet
Cheat Sheets
ArpitaChatterjee/Decision-Tree-Classifier
ArpitaChatterjee/DecisionTreeAlgorithm
ArpitaChatterjee/Deployment-flask
ArpitaChatterjee/Digit-Recognizer
Predict the digit
ArpitaChatterjee/E-Commerce-Website
ArpitaChatterjee/Face-Detector
Detect Face
ArpitaChatterjee/Face-Recognition
ArpitaChatterjee/github-stats
Automatically generate summary GitHub statistics images for your profile using Actions, no server required
ArpitaChatterjee/interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
ArpitaChatterjee/Lyfstylestore
ArpitaChatterjee/models
Models and examples built with TensorFlow
ArpitaChatterjee/Movie-Recommender-in-python
ArpitaChatterjee/MyBlogSpace
ArpitaChatterjee/Natural-Language-Processing
ArpitaChatterjee/NLP
ArpitaChatterjee/Plant-DiseaseDetection
ArpitaChatterjee/python-engineer
ArpitaChatterjee/SmartBot
ArpitaChatterjee/SpamClassifier
ArpitaChatterjee/Sudoku-GUI-Solver
This is a sudoku solver using the backtracking algorithm. It includes a graphical GUI as well as a text based version.
ArpitaChatterjee/SWebsite
ArpitaChatterjee/Titanic--EDA
ArpitaChatterjee/WPlanner
ArpitaChatterjee/WPlanner-2